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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 108 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.98Balanced Accuracy

8

Feb 26, 2026

99.85Balanced Accuracy

8

Feb 26, 2026

molsider OGB v1 (test)

0.632ROC-AUC

8

Feb 26, 2026

moltox21 OGB v1 (test)

74.91ROC-AUC

8

Feb 26, 2026

molclintox OGB-v1 (test)

0.881ROC-AUC

8

Feb 26, 2026

molbbbp OGB-v1 (test)

69.54ROC-AUC

8

Feb 26, 2026

63.19ROC-AUC

8

Feb 26, 2026

0.749ROC-AUC

8

Feb 26, 2026

0.881ROC-AUC

8

Feb 26, 2026

0.773ROC-AUC

8

Feb 26, 2026

Office-Home Partial-set (test)

64.8Accuracy (Ar->Cl)

8

Feb 26, 2026

Office-Home Unsupervised Domain Adaptation

38.9Acc (Ar -> Cl)

8

Feb 26, 2026

ImageNet-Caltech

83.3Accuracy

8

Feb 26, 2026

4.36Error Rate

8

Feb 26, 2026

Omniglot 5-way (test)

99.93Accuracy

8

Feb 26, 2026

Chaoyang (test)

83.4Accuracy

8

Feb 26, 2026

99Accuracy

8

Feb 26, 2026

99Accuracy

8

Feb 26, 2026

94Accuracy

8

Feb 26, 2026

Sparse Tensor Classifier Quantum (STC-Q)

95.3Precision

8

Feb 26, 2026

FedAdapterProto

86.94Client 1 Accuracy

8

Feb 26, 2026

Real experiment dataset

mean Imp-then-Reg

59.6Accuracy

7

Jul 7, 2026

CIFAR-100 (test)

AMRM-PureMaskDiT

70.03Standard Accuracy

7

Jul 7, 2026

Cardiac Phenotyping 5-fold CV (test)

81Accuracy

7

Jun 30, 2026

0.937AUROC

7

Jun 30, 2026

Page 108 of 202

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